医学 AI

Towards user-centered interactive medical image segmentation in VR with an assistive AI agent

Pascal Spiegler, Arash Harirpoush, Yiming Xiao

专题命中 医学影像 ：medical image(title)；MRI(abstract)；CT(abstract)；pathology(abstract)

Autoregressive Sequence Modeling for 3D Medical Image Representation

Siwen Wang, Churan Wang, Fei Gao, Lixian Su, Fandong Zhang, Yizhou Wang, Yizhou Yu

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification

Ziqing Fan, Cheng Liang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie

机构 * Shanghai Jiao Tong University（上海交通大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

专题命中 医学影像 ：radiology(title,abstract)；medical AI(abstract)；diagnosis(abstract)；分类 cs.CV

Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image

Zexin Ji, Beiji Zou, Xiaoyan Kui, Hua Li, Pierre Vera, Su Ruan

机构 * School of Computer Science and Engineering, Central South University, Changsha, 410083, China（计算机科学与工程学院，中南大学，长沙，410083，中国） ； Hunan Engineering Research Center of Machine Vision and Intelligent Medicine, Central South University, Changsha, 410083, China（机器视觉与智能医学工程研究中心，中南大学，长沙，410083，中国） ； Department of Radiation Oncology, Washington University in St. Louis, USA（放射肿瘤科，华盛顿大学圣路易斯分校，美国） ； Department of Nuclear Medicine, Henri Becquerel Cancer Center, Rouen, France（核医学科，亨利·贝克勒尔癌症中心，鲁昂，法国） ； University of Rouen-Normandy, AMIS - QuantIF UR 4108, F-76000, Rouen, France（鲁昂-诺曼底大学，AMIS - QuantIF UR 4108，法国，F-76000，鲁昂，法国） 纠错

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images

Sara Yavari, Jacob Furst

机构 * College of Computing and Digital Media, DePaul University（计算与数字媒体学院，德保罗大学） 纠错

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；radiology(abstract)；分类 cs.CV

Comments 15 Pages, 3 Figures, 3 Tables, 1 Algorithm, This paper will be updated

Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer

Yirui Wang, Qinji Yu, Ke Yan, Haoshen Li, Dazhou Guo, Li Zhang, Le Lu, Na Shen, Qifeng Wang, Xiaowei Ding, Xianghua Ye, Dakai Jin

机构 * DAMO Academy, Alibaba Group（达摩院，阿里巴巴集团） ； Shanghai Jiao Tong University（上海交通大学） ； Hupan Lab（华 parten 实验室） ； Peking University（北京大学） ； Zhongshan Hospital Fudan University（复旦大学中山医院） ； Sichuan Cancer Hospital（四川癌症医院） ； The First Affiliated Hospital Zhejiang University（浙江大学医学院附属第一医院） 纠错

专题命中 医学影像 ：CT(title,abstract)；diagnosis(abstract)；radiology(abstract)；分类 cs.CV

Comments Accepted by ECCV24

DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning

Yining Zhao, Ali Braytee, Mukesh Prasad

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments 11 pages, 4 figures, 2 tables

Text-Promptable Propagation for Referring Medical Image Sequence Segmentation

Runtian Yuan, Mohan Chen, Jilan Xu, Ling Zhou, Qingqiu Li, Yuejie Zhang, Rui Feng, Tao Zhang, Shang Gao

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation

Rafi Ibn Sultan, Hui Zhu, Chengyin Li, Dongxiao Zhu

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.CV

Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval

Amirreza Mahbod, Nematollah Saeidi, Sepideh Hatamikia, Ramona Woitek

专题命中 医学影像 ：medical image(title,abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 37 pages

SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI

Zhiyang Liu, Dong Yang, Minghao Zhang, Hanyu Sun, Hong Wu, Huiying Wang, Wen Shen, Chao Chai, Shuang Xia

专题命中 医学影像 ：MRI(title,abstract)；medical image(abstract)；radiology(abstract)；分类 cs.CV

Dynamically evolving segment anything model with continuous learning for medical image segmentation

Zhaori Liu, Mengyang Li, Hu Han, Enli Zhang, Shiguang Shan, Zhiming Zhao

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；diagnosis(abstract)；分类 cs.CV

Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation

Che Liu, Zhongwei Wan, Yuqi Wang, Hui Shen, Haozhe Wang, Kangyu Zheng, Mi Zhang, Rossella Arcucci

专题命中 医学影像 ：radiology(title,abstract)；medical image(abstract)；CT(abstract)；分类 cs.CV

Exploring scalable medical image encoders beyond text supervision

Fernando Pérez-García, Harshita Sharma, Sam Bond-Taylor, Kenza Bouzid, Valentina Salvatelli, Maximilian Ilse, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Matthew P. Lungren, Maria Teodora Wetscherek, Noel Codella, Stephanie L. Hyland, Javier Alvarez-Valle, Ozan Oktay

专题命中 医学影像 ：medical image(title,abstract)；radiology(abstract)；biomedical(abstract)；分类 cs.CV

Journal ref Nature Machine Intelligence (2025)

Adapting Foundation Models for Few-Shot Medical Image Segmentation: Actively and Sequentially

Jingyun Yang, Guoqing Zhang, Jingge Wang, Yang Li

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction

Lukas Glaszner, Martin Zach

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 eess.IV

Comments To appear in the German Conference on Pattern Recognition proceedings. Code available at https://github.com/VLOGroup/bigger-isnt-always-better

DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model

Zheyuan Zhang, Lanhong Yao, Bin Wang, Debesh Jha, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ulas Bagci

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments Accepted by IEEE TRANSACTIONS ON MEDICAL IMAGING

MRNet: Multifaceted Resilient Networks for Medical Image-to-Image Translation

Hyojeong Lee, Youngwan Jo, Inpyo Hong, Sanghyun Park

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 eess.IV

Comments This work has been submitted to the IEEE for possible publication

Abnormality-Driven Representation Learning for Radiology Imaging

Marta Ligero, Tim Lenz, Georg Wölflein, Omar S. M. El Nahhas, Daniel Truhn, Jakob Nikolas Kather

专题命中 医学影像 ：radiology(title,abstract)；CT(abstract)；pathology(abstract)；分类 cs.CV

Exploring Adult Glioma through MRI: A Review of Publicly Available Datasets to Guide Efficient Image Analysis

Meryem Abbad Andaloussi, Raphael Maser, Frank Hertel, François Lamoline, Andreas Dominik Husch

专题命中 医学影像 ：MRI(title,abstract)；medical image(abstract)；diagnosis(abstract)；分类 eess.IV

Comments Typos corrected and reference 51 added

AI-Generated Annotations Dataset for Diverse Cancer Radiology Collections in NCI Image Data Commons

Gowtham Krishnan Murugesan, Diana McCrumb, Mariam Aboian, Tej Verma, Rahul Soni, Fatima Memon, Keyvan Farahani, Linmin Pei, Ulrike Wagner, Andrey Y. Fedorov, David Clunie, Stephen Moore, Jeff Van Oss

专题命中 医学影像 ：radiology(title,abstract)；MRI(abstract)；CT(abstract)；分类 eess.IV

Comments 24 pages; 20 figures

PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation

Ning Gao, Sanping Zhou, Le Wang, Nanning Zheng

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments Accepted by ECCV2024

Multi-Conditioned Denoising Diffusion Probabilistic Model (mDDPM) for Medical Image Synthesis

Arjun Krishna, Ge Wang, Klaus Mueller

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；pathology(abstract)；分类 cs.CV

Segment anything model 2: an application to 2D and 3D medical images

Haoyu Dong, Hanxue Gu, Yaqian Chen, Jichen Yang, Yuwen Chen, Maciej A. Mazurowski

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments 20 pages, 13 figures. Codes are available at https://github.com/mazurowski-lab/segment-anything2-medical-evaluation

Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian Coefficient

Yanfan Zhu, Yash Singh, Khaled Younis, Shunxing Bao, Yuankai Huo

专题命中 医学影像 ：medical image(title,abstract)；pathology(abstract)；radiology(abstract)；分类 cs.CV

AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking

Yuheng Li, Tianyu Luan, Yizhou Wu, Shaoyan Pan, Yenho Chen, Xiaofeng Yang

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments Accepted at ECCV 2024

Anatomy-guided Pathology Segmentation

Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek

专题命中 医学影像 ：pathology(title,abstract)；medical image(abstract)；CT(abstract)；分类 cs.CV

Multimodal Learning and Cognitive Processes in Radiology: MedGaze for Chest X-ray Scanpath Prediction

Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen

专题命中 医学影像 ：radiology(title,abstract)；medical image(abstract)；diagnosis(abstract)；分类 eess.IV

Comments Submitted to the Journal

All-In-One Medical Image Restoration via Task-Adaptive Routing

Zhiwen Yang, Haowei Chen, Ziniu Qian, Yang Yi, Hui Zhang, Dan Zhao, Bingzheng Wei, Yan Xu

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments This article has been early accepted by MICCAI 2024

HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans

Changwei Song, Qing Zhao, Jianqiang Li, Xin Yue, Ruoyun Gao, Zhaoxuan Wang, An Gao, Guanghui Fu

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；diagnosis(abstract)；分类 eess.IV